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Transfer Learning

8,078 papers

Papers per year

Papers

KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships EMNLP 2021
Active Learning for Rumor Identification on Social Media EMNLP 2021
Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text EMNLP 2021
MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer EMNLP 2021
Improving Unsupervised Commonsense Reasoning Using Knowledge-Enabled Natural Language Inference EMNLP 2021
Transferring Knowledge from Vision to Language: How to Achieve it and how to Measure it? EMNLP 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models EMNLP 2021
A Data Bootstrapping Recipe for Low-Resource Multilingual Relation Classification EMNLP 2021
Cross-Lingual Training of Dense Retrievers for Document Retrieval EMNLP 2021
MFAQ: a Multilingual FAQ Dataset EMNLP 2021
Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring ICCV 2021
Densely Guided Knowledge Distillation Using Multiple Teacher Assistants ICCV 2021
A Broad Study on the Transferability of Visual Representations With Contrastive Learning ICCV 2021
Self-Supervised Real-to-Sim Scene Generation ICCV 2021
GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-Efficient Medical Image Recognition ICCV 2021
Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding ICCV 2021
Sample Efficient Detection and Classification of Adversarial Attacks via Self-Supervised Embeddings ICCV 2021
A Multi-Mode Modulator for Multi-Domain Few-Shot Classification ICCV 2021
Gradient Distribution Alignment Certificates Better Adversarial Domain Adaptation ICCV 2021
ASMR: Learning Attribute-Based Person Search With Adaptive Semantic Margin Regularizer ICCV 2021
Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-Modal Pretraining ICCV 2021
Boundary-Sensitive Pre-Training for Temporal Localization in Videos ICCV 2021
CaT: Weakly Supervised Object Detection With Category Transfer ICCV 2021
Unsupervised Real-World Super-Resolution: A Domain Adaptation Perspective ICCV 2021
Fast and Efficient DNN Deployment via Deep Gaussian Transfer Learning ICCV 2021